{"id":"W3177066024","doi":"10.51731/cjht.2021.73","title":"Visual Examination Frequency for People Taking Ethambutol for Tuberculosis","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Drug-Induced Ocular Toxicity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethambutol; Guideline; Tuberculosis; Medicine; Visual acuity; Optometry; Family medicine; Isoniazid; Ophthalmology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001058385,0.0001337362,0.00050757,0.0005409172,0.0002719975,0.00003401308,0.0001499325,0.0002399149,0.00001379146],"category_scores_gemma":[0.005769716,0.0001284405,0.0001722615,0.0003972006,0.00006697071,0.0001297848,0.0000125485,0.0003574507,0.000001385574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008838184,"about_ca_system_score_gemma":0.004808724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129207,"about_ca_topic_score_gemma":0.01127432,"domain_scores_codex":[0.9984941,0.00005508859,0.0005798063,0.0001878636,0.000168212,0.0005148583],"domain_scores_gemma":[0.9982142,0.0001716887,0.0005003461,0.000212442,0.0007615574,0.0001397296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001285504,0.00006220859,0.008760734,0.0008335773,0.0001188439,0.0001246976,0.0006523371,0.000007126268,0.004957988,0.00241256,0.0009958793,0.9810612],"study_design_scores_gemma":[0.01066237,0.005940442,0.5101019,0.004397439,0.0006490622,0.006011733,0.04886318,0.001339237,0.2603913,0.03063658,0.1196026,0.0014041],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8946462,0.01985808,0.01975912,0.06341084,0.0007705183,0.001110848,0.0000764473,0.0001331818,0.0002347015],"genre_scores_gemma":[0.9845279,0.0001110177,0.01452467,0.0006612426,0.00004273167,0.0000394061,0.0000214214,0.00002733299,0.00004424615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9796571,"threshold_uncertainty_score":0.8530471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04304806175371875,"score_gpt":0.3431754952297267,"score_spread":0.3001274334760079,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}